Three-phase unbalanced dynamic power flow model predictive control method for distribution network with smart community
A technology of model predictive control and dynamic power flow, which is applied to AC networks, circuit devices, and AC network circuits of the same frequency with different sources. The distribution network affects the load uncertainty of each node of the distribution network, the real-time performance of the difficult system, etc.
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[0012] In order to more clearly illustrate the purpose and technical solutions of the present invention, further description will be given in conjunction with examples and accompanying drawings.
[0013] 1. Community multi-energy flow optimization model considering economic operation and environmental protection indicators.
[0014] 1) Uncertainty analysis
[0015] The random response surface method is used to analyze the probability density curves of forecast errors such as distributed wind power and light output, load and real-time electricity price, and discretize them, and the roulette algorithm is used to generate an initial scene set with corresponding probabilities, and the nearest neighbor clustering is used to reduce the scene . Take wind power output as an example for illustration.
[0016] Step 1: Taking the wind speed subject to the double-parameter Weibull distribution as an example, the standard normal distribution is used to standardize the wind speed, and the...
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